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Automation Risk Analysis

Will “Moisture Tester” be Automated?

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AI Exposure Risk

26%

“Moisture Tester” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 26% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Moisture Tester” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Agricultural Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Work with agricultural scientists in plant, fiber, and animal research, or assist with animal breeding and nutrition. Set up or maintain laboratory equipment and collect samples from crops or animals. Prepare specimens or record data to assist scientists in biology or related life science experiments. Conduct tests and experiments to improve yield and quality of crops or to increase the resistance of plants and animals to disease or insects.

Avg. Annual Salary $49,680
Avg. Hourly Wage $23.88
Available Jobs (US) 14,340
Job Title & Hierarchy Code (SOC) Agricultural Technicians #19-4012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Agricultural Technicians”

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Core Skills & Abilities

  • Operate farm machinery, including tractors, plows, mowers, combines, balers, sprayers, earthmoving equipment, or trucks.

  • Measure or weigh ingredients used in laboratory testing.

  • Prepare or present agricultural demonstrations.

  • Conduct insect or plant disease surveys.

  • Record environmental data from field samples of soil, air, water, or pests to monitor the effectiveness of integrated pest management (IPM) practices.

  • Prepare laboratory samples for analysis, following proper protocols to ensure that they will be stored, prepared, and disposed of efficiently and effectively.

  • Respond to general inquiries or requests from the public.

  • Perform laboratory or field testing, using spectrometers, nitrogen determination apparatus, air samplers, centrifuges, or potential hydrogen (pH) meters to perform tests.

  • Set up laboratory or field equipment as required for site testing.

  • Record data pertaining to experimentation, research, or animal care.

  • Prepare culture media, following standard procedures.

  • Conduct studies of nitrogen or alternative fertilizer application methods, quantities, or timing to ensure satisfaction of crop needs and minimization of leaching, runoff, or denitrification.

  • Perform tests on seeds to evaluate seed viability.

  • Transplant trees, vegetables, or horticultural plants.

  • Examine animals or crop specimens to determine the presence of diseases or other problems.

  • Perform crop production duties, such as tilling, hoeing, pruning, weeding, or harvesting crops.

  • Assess comparative soil erosion from various planting or tillage systems, such as conservation tillage with mulch or ridge till systems, no-till systems, or conventional tillage systems with or without moldboard plows.

  • Collect animal or crop samples.

  • Prepare land for cultivated crops, orchards, or vineyards by plowing, discing, leveling, or contouring.

  • Supervise or train agricultural technicians or farm laborers.

  • Determine the germination rates of seeds planted in specified areas.

  • Perform general nursery duties, such as propagating standard varieties of plant materials, collecting and germinating seeds, maintaining cuttings of plants, or controlling environmental conditions.

  • Maintain or repair agricultural facilities, equipment, or tools to ensure operational readiness, safety, and cleanliness.

  • Devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent.

  • Supervise pest or weed control operations, including locating and identifying pests or weeds, selecting chemicals and application methods, or scheduling application.

  • Prepare data summaries, reports, or analyses that include results, charts, or graphs to document research findings and results.

Technologies & Software

  • Microsoft Outlook
  • Perplexity AI
  • Global positioning system GPS software
  • NotebookLM (Google)
  • Microsoft PowerPoint
  • Microsoft Excel
  • Email software
  • Elicit
  • Statistical software
  • Scite AI
  • Consensus
  • Microsoft Office software
  • Geographic information system GIS systems
  • SAP software
  • Claude (Anthropic)
  • Semantic Scholar AI
  • Mistral AI (chat/models)
  • Microsoft Word
  • Spreadsheet software
  • Word processing software
  • Web browser software
  • Microsoft Access
  • Gemini for Workspace
  • Desktop publishing software
  • Artificial insemination syringes
  • Water samplers
  • Animal head-locks
  • Steam autoclaves
  • Trenchers
  • Light trucks
  • pH meters
  • Granule applicators
  • Planters
  • Electronic bench scales
  • Benchtop centrifuges
  • Aerosol generators
  • Plows
  • Temperature controlled reach-in growth chambers
  • Air compressors
  • Balers
  • Notebook computers
  • Moisture meters
  • Air samplers
  • Power saws
  • Cultivators
  • Bed shapers
  • Insect collectors
  • Personal digital assistants PDA
  • Mowers
  • Pollen collectors
  • Infrared lamps
  • Metal inert gas MIG welders
  • Spray-dip machines
  • Reverse osmosis systems
  • Combine harvesters
  • Chisel cultivators
  • Tracked bulldozers
  • Steam sterilizers
  • Blood collection syringes
  • Aerosol foggers
  • Animal tatooers
  • Compound binocular light microscopes
  • Laboratory mechanical convection incubators
  • Chemical sprayers
  • Disks
  • Ladders
  • Animal measuring sticks
  • Pruning shears
  • Heavy cargo trucks
  • Laboratory separators
  • Personal computers
  • Soil sterilizers
  • Power dusters
  • Livestock scales
  • Rakes
  • Grain augers
  • Gas welders
  • Threshers
  • Animal chutes
  • Spectrometers
  • Egg setters or hatchers
  • Temperature gauges
  • Fertilizer or seed spreaders
  • Elastrator bands
  • Electronic counters
  • Nitrogen test meters
  • Harvesters
  • Vacuum blood collection tubes
  • Surface thermometers
  • Sample vials
  • Weight meters
  • Hypodermic syringes
  • Laser printers
  • Callicrate banding systems
  • Drying ovens
  • Soil moisture neutron probes
  • Dipping vats
  • Shielded arc welding tools
  • Sweep cultivator shovels
  • Desktop computers
  • Agricultural tractors
  • Portable refractometers
  • Egg incubators
  • Reach pole saws
  • Milk cooling equipment
  • Weather instruments
  • Harrows
  • Crop sprayers
  • Vaccination syringes
  • Tablet computers
  • Planting sleds
  • Milking machines

Alternative Job Titles